Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "185"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 185 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 102 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 100 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 185, Node N14:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459919 digital_ok 100.00% 0.00% 0.00% 0.00% - - 19.081873 -1.307354 6.781010 3.690857 5.981176 -0.889637 -0.192713 -0.211072 0.3845 0.6583 0.4065 nan nan
2459918 digital_ok 100.00% 0.00% 0.00% 0.00% - - 21.292040 -1.510077 6.907611 3.592006 6.598476 -0.898536 0.974008 0.079154 0.3921 0.6648 0.4197 nan nan
2459917 digital_ok 100.00% 0.00% 0.00% 0.00% - - 20.254235 -1.342785 6.968899 3.984585 3.476573 -1.188496 0.295171 0.469144 0.4141 0.6998 0.4637 nan nan
2459916 digital_ok 100.00% 0.00% 0.00% 0.00% - - 18.062180 -1.176942 7.225991 3.599613 8.002512 -0.915803 -0.070528 -0.198912 0.3856 0.6716 0.4214 nan nan
2459915 digital_ok 100.00% 0.00% 0.00% 0.00% - - 21.135487 -1.401485 8.105579 4.288586 9.085687 -0.375148 0.852050 0.056443 0.4794 0.7058 0.3764 nan nan
2459914 digital_ok 100.00% 0.00% 0.00% 0.00% - - 21.906645 -1.487819 8.672557 4.673447 8.082222 -0.907402 2.194912 2.473385 0.5161 0.7274 0.3287 nan nan
2459913 digital_ok 100.00% 0.00% 0.00% 0.00% - - 23.432155 -1.300530 7.078039 4.074115 7.964240 -0.457725 1.851669 0.385262 0.4470 0.6710 0.4008 nan nan
2459912 digital_ok 100.00% 0.00% 0.00% 0.00% - - 19.271125 -1.263894 6.407830 3.827771 7.139656 -1.731930 -0.523397 -0.048983 0.3928 0.6624 0.4100 nan nan
2459911 digital_ok 100.00% 0.00% 0.00% 0.00% - - 16.111655 -1.264856 7.285274 3.814240 8.429465 -1.566589 -0.001083 0.303403 0.3571 0.6624 0.4293 nan nan
2459910 digital_ok 100.00% 0.00% 0.00% 0.00% - - 15.081930 -1.238237 7.507066 3.748245 9.434915 -1.155132 -0.254893 0.203867 0.3398 0.6665 0.4358 nan nan
2459909 digital_ok 100.00% 0.00% 0.00% 0.00% - - 15.517399 -1.258277 7.363017 3.685556 7.752680 -0.557298 -0.023892 0.225161 0.3290 0.6648 0.4394 nan nan
2459908 digital_ok 100.00% 0.00% 0.00% 0.00% - - 15.585040 -1.335224 7.187775 3.612472 6.084466 -1.262922 0.011829 0.536017 0.3260 0.6763 0.4415 nan nan
2459907 digital_ok 100.00% 0.00% 0.00% 0.00% - - 15.780259 -1.257061 7.670285 3.854024 7.471819 -1.536416 -0.129376 -0.003968 0.3269 0.6700 0.4387 nan nan
2459906 digital_ok 100.00% 0.00% 0.00% 0.00% - - 15.794351 -1.374355 8.037099 3.998462 7.948271 -0.760076 -0.077599 0.077689 0.3225 0.6633 0.4367 nan nan
2459905 digital_ok 100.00% 0.00% 0.00% 0.00% - - 15.497382 -1.241645 7.789704 3.851922 11.249069 -2.054194 -0.175543 -0.007369 0.3169 0.6538 0.4396 nan nan
2459904 digital_ok 100.00% 0.00% 0.00% 0.00% - - 14.157161 -1.295065 8.762379 4.388578 9.282018 -1.606914 0.357183 0.214831 0.2997 0.6525 0.4428 nan nan
2459903 digital_ok 100.00% 3.73% 0.00% 0.00% - - 14.141440 -1.421164 8.744408 4.163702 7.992274 -1.194875 0.481640 0.132257 0.2853 0.6564 0.4549 nan nan
2459902 digital_ok 100.00% 0.00% 0.00% 0.00% - - 16.936490 -1.476243 9.061005 4.141875 8.870579 -1.371227 0.032473 -0.023885 0.3145 0.6582 0.4413 nan nan
2459901 digital_ok 100.00% 0.00% 0.00% 0.00% - - 9.745628 1.132915 8.612919 6.770455 7.354615 2.037817 0.150137 0.213406 0.3020 0.5954 0.4337 nan nan
2459900 digital_ok 100.00% 0.00% 0.00% 0.00% - - 8.831418 0.944722 9.031475 7.006243 9.591932 0.863796 -0.008124 0.220139 0.2698 0.5567 0.3787 nan nan
2459898 digital_ok 100.00% 6.82% 0.00% 0.00% - - 7.982198 0.901737 8.624613 6.774747 7.637223 0.990766 1.462757 1.394994 0.2848 0.5965 0.4396 nan nan
2459897 digital_ok 100.00% 100.00% 100.00% 0.00% - - 7.826843 0.952798 8.638480 6.900778 9.256445 2.263875 0.365478 0.218920 0.0699 0.1254 0.0574 nan nan
2459896 digital_ok 100.00% 100.00% 100.00% 0.00% - - 8.016892 0.785076 8.934019 6.934622 8.852785 1.837355 0.477353 0.216795 0.0688 0.1201 0.0557 nan nan
2459895 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.026265 0.271646 11.408774 8.421256 7.954326 1.788655 2.891430 5.775382 0.1000 0.1275 0.0404 nan nan
2459894 digital_ok 100.00% 100.00% 100.00% 0.00% - - 9.014250 1.147600 7.825216 6.272480 9.303349 0.962029 1.266162 0.484982 0.0749 0.1231 0.0528 nan nan
2459893 digital_ok 100.00% 38.49% 38.49% 0.00% - - 9.733607 1.002292 8.453019 6.615893 7.451821 0.479076 1.079119 0.199184 0.2189 0.4355 0.2989 nan nan
2459892 digital_ok 100.00% 7.95% 0.00% 0.00% - - 9.728185 1.055354 9.927259 7.711923 6.832090 2.002807 0.482482 -0.095010 0.2865 0.6042 0.4329 nan nan
2459891 digital_ok 100.00% 3.41% 0.00% 0.00% - - 8.388870 0.907932 9.661407 7.628990 7.916938 0.205800 0.606950 0.635181 0.2942 0.5997 0.4334 nan nan
2459890 digital_ok 100.00% 0.00% 0.00% 0.00% - - 8.314433 1.041399 11.803947 9.047983 7.656128 0.562756 -0.183482 -0.159617 0.3350 0.5959 0.4194 nan nan
2459889 digital_ok 100.00% 0.00% 0.00% 0.00% - - 9.543456 1.218669 9.198755 7.304586 9.881943 0.845620 1.320236 0.894887 0.3276 0.6021 0.4216 nan nan
2459888 digital_ok 100.00% 0.00% 0.00% 0.00% - - 7.317472 0.889465 10.962206 8.525990 8.249744 0.997687 0.238730 0.565505 0.3900 0.6256 0.4174 nan nan
2459887 digital_ok 100.00% 0.00% 0.00% 0.00% - - 7.861454 0.885561 11.133684 8.460081 6.036186 0.342828 0.241320 0.315118 0.3633 0.6030 0.4186 nan nan
2459886 digital_ok 100.00% 0.00% 0.00% 0.00% - - 9.371175 -0.075169 9.544166 7.230370 3.101005 1.798915 1.279389 5.410562 0.5330 0.7006 0.3648 nan nan
2459885 digital_ok 100.00% 100.00% 0.00% 0.00% - - 17.996744 -1.640922 62.081826 18.168631 14.096724 1.263880 16.522559 3.115962 0.0366 0.7260 0.4867 nan nan
2459884 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459883 digital_ok 100.00% 100.00% 0.00% 0.00% - - 13.972191 -0.916537 56.154990 16.191503 7.854821 0.020577 2.190003 -0.430317 0.0377 0.6841 0.5024 nan nan
2459882 digital_ok 100.00% 100.00% 0.00% 0.00% - - 23.292917 -1.304698 62.628065 19.409811 11.163839 -0.195182 0.996173 -0.535320 0.0399 0.6811 0.5015 nan nan
2459881 digital_ok 100.00% 100.00% 0.00% 0.00% - - 13.151734 -1.125690 71.484539 21.307599 21.972270 -0.313260 4.737503 0.984644 0.0370 0.7303 0.5216 nan nan
2459880 digital_ok 100.00% 100.00% 0.00% 0.00% - - 15.975122 -1.250567 59.248109 17.625767 6.745651 -0.241642 0.783212 -0.800494 0.0357 0.6832 0.5095 nan nan
2459879 digital_ok 100.00% 100.00% 0.00% 0.00% - - 8.140123 -1.522302 10.425183 3.507369 1.352022 -0.419835 0.601696 -0.312599 0.0348 0.6824 0.4470 nan nan
2459878 digital_ok 100.00% 100.00% 0.00% 0.00% - - 14.396556 -0.791788 71.759864 21.143120 11.556908 -0.361245 4.195896 -0.166817 0.0394 0.6873 0.4426 nan nan
2459876 digital_ok 100.00% 100.00% 0.00% 0.00% - - 16.377730 -0.856056 51.572487 15.610402 29.827769 -0.166476 3.419673 -0.094050 0.0389 0.6710 0.4341 nan nan
2459875 digital_ok 100.00% 100.00% 0.00% 0.00% - - 17.163212 -1.751950 67.575800 20.343364 13.377673 0.302988 2.370998 0.541332 0.0389 0.7008 0.4624 nan nan
2459874 digital_ok 100.00% 100.00% 0.00% 0.00% - - 24.415946 -1.867257 35.203912 10.459609 18.245248 -0.333664 2.285125 -0.335057 0.0385 0.6648 0.4421 nan nan
2459873 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459872 digital_ok 100.00% 100.00% 100.00% 0.00% - - 15.952726 -1.445340 58.363180 18.378364 20.202111 1.151916 1.203521 -0.269410 0.0295 0.0708 0.0344 nan nan
2459871 digital_ok 100.00% 100.00% 50.38% 0.00% - - 12.783092 -1.375031 62.968280 18.877303 18.144551 0.081561 0.556245 -0.750498 0.0326 0.3627 0.2167 nan nan
2459870 digital_ok 100.00% 100.00% 0.00% 0.00% - - 21.762474 -1.634199 47.383573 14.074281 10.795135 -0.143313 2.111928 -0.310455 0.0375 0.6772 0.4855 nan nan
2459869 digital_ok 100.00% 100.00% 0.00% 0.00% - - 18.250348 -1.836404 47.364109 13.399043 15.891034 -0.490837 4.918985 0.066105 0.0390 0.7011 0.4985 nan nan
2459868 digital_ok 100.00% 100.00% 0.00% 0.00% - - 19.797288 -1.039997 71.693141 21.869987 10.866157 0.033299 1.990136 -0.274174 0.0380 0.6673 0.4815 nan nan
2459867 digital_ok 100.00% 100.00% 0.00% 0.00% - - 13.730711 -0.981680 56.295494 17.383695 5.850538 0.185221 1.340130 -0.384568 0.0395 0.6740 0.4946 nan nan
2459866 digital_ok 100.00% 100.00% 100.00% 0.00% - - 306.132270 306.253243 inf inf 6810.528298 6723.313547 5072.227069 5084.450583 nan nan nan nan nan
2459865 digital_ok 100.00% 100.00% 0.00% 0.00% - - 17.412741 -0.389414 64.476401 21.056675 15.777191 -0.258020 14.505986 2.932815 0.0334 0.6913 0.4307 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - 50.919527 8.470478 11.326627 19.703331 4.268949 8.228233 13.428818 1.035740 0.5316 0.5520 0.3418 nan nan
2459863 digital_ok 100.00% 0.00% 0.00% 0.00% - - 23.658820 5.466486 3.550788 6.824879 6.657339 4.177248 55.903575 0.373477 0.5653 0.5254 0.3487 nan nan
2459862 digital_ok 100.00% 100.00% 100.00% 0.00% - - 27.821513 4.962730 11.663558 23.463093 13.017735 13.584477 64.123391 -0.463737 0.0563 0.0737 0.0087 nan nan
2459861 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.472939 2.939781 3.351706 6.866184 3.317158 4.035274 33.546697 0.017972 0.0506 0.0729 0.0076 nan nan
2459860 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.956602 5.521019 9.071516 21.379193 0.181916 12.045094 0.170923 -0.430506 0.6930 0.4942 0.4508 nan nan
2459859 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.378935 5.851103 3.560660 8.521533 0.745262 0.762139 -0.263057 -0.460091 0.6999 0.4557 0.4600 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.626677 -0.554735 0.764608 0.892996 -0.624787 0.191861 2.276186 2.593946 0.7254 0.6802 0.4143 1.571458 1.382779
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.039455 -0.948817 0.473366 0.123599 -0.395142 -0.229961 0.317613 0.649460 0.0286 0.0267 0.0010 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.57% 0.611277 -0.780636 -1.107457 0.690874 1.657046 -0.924794 -0.384993 -0.228293 0.7333 0.7063 0.4019 1.748148 1.532563
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% 0.497888 -1.116175 -1.174279 0.440526 -0.717492 -0.820009 0.038765 0.736731 0.7161 0.7218 0.4295 1.537461 1.454115
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% 0.598241 -1.319202 -0.633500 0.055106 -0.822897 -1.093094 -0.421817 -1.234775 0.7311 0.7450 0.4384 1.432100 1.319102
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.629485 -0.969839 -0.463335 0.029605 -1.204060 -1.152468 0.327696 -0.814227 0.7555 0.6988 0.4221 1.607619 1.462610
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 0.00% -0.415830 -0.486679 -0.384398 0.045185 -1.337651 -1.235103 -0.761690 -0.223944 0.8371 0.8338 0.2402 2.628100 2.712245
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 0.00% 0.707487 -0.483002 0.615190 0.245064 -0.022125 -0.917904 0.146453 -0.627466 0.7748 0.7427 0.3368 1.513888 1.468278
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% 0.438175 -0.850264 0.208731 0.198708 -1.172027 -0.956717 0.114538 -1.031267 0.7586 0.7606 0.3488 1.454861 1.329418
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% 0.546675 -0.875016 2.137093 0.522666 -1.235328 -1.216863 0.013531 -0.994943 0.7582 0.7530 0.3541 1.529687 1.417095
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 0.00% 0.807713 -0.482397 1.820739 -0.705173 -1.121419 -1.153705 -0.150808 -1.133030 0.7365 0.7542 0.3741 1.433439 1.378349
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 0.00% 1.127335 -0.312815 1.359488 -0.672538 0.555282 -1.023784 0.133898 -0.261080 0.7405 0.6911 0.4289 1.660603 1.467075
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% -0.456652 -0.579379 0.813639 -0.765152 -0.403107 -0.467929 -0.532771 -0.894398 0.8306 0.6647 0.4987 1.803902 1.478754
2459845 digital_ok 0.00% 0.00% 0.00% 0.00% 16.02% 83.98% 1.327739 -0.259134 2.742575 -0.936403 -1.271866 -1.092047 -0.375717 0.680048 0.7409 0.7424 0.3836 9.669439 8.079166
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.965217 -0.693858 -0.592447 -0.614068 -0.697116 -0.430245 -0.490779 -0.112899 0.0286 0.0266 0.0010 nan nan
2459843 digital_ok 0.00% 1.20% 0.66% 0.00% 15.22% 0.00% 0.403223 0.138672 0.650716 1.106558 -0.489396 0.531143 -0.714726 0.297312 0.7503 0.7401 0.3975 1.591305 1.526328
2459842 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.469007 -0.291197 -0.791839 1.456870 0.211284 0.449234 -0.078412 0.286913 0.7697 0.6806 0.2565 2.113511 2.035456
2459841 digital_ok 100.00% 100.00% 100.00% 0.00% - - 2.775188 1.226846 -0.597349 0.679478 19.737633 -0.730763 1.414063 1.226893 0.0287 0.0261 0.0017 nan nan
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 243.569197 173.808059 84.238685 86.357512 1022.419072 1239.804010 1994.363387 2319.178674 0.0205 0.0173 0.0019 nan nan
2459839 digital_ok 0.00% - - - - - -0.432887 -1.058488 0.285024 -0.795701 -0.566462 -0.856324 0.024711 -0.788475 nan nan nan nan nan
2459838 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.886871 -0.667757 1.306454 0.568953 -1.212704 0.398609 1.183186 -0.752675 0.7639 0.7149 0.4023 2.083487 1.884416
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.471252 -0.928180 0.650005 -1.171660 44.510791 34.414444 225.090979 179.382071 0.0370 0.0427 0.0013 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.054299 -0.868819 -0.978100 -0.218658 63.798188 50.498225 228.738524 183.232228 0.0300 0.0286 0.0009 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.753599 0.054326 0.686567 0.256512 -0.499348 -1.352254 3.518121 -0.938957 0.8114 0.5393 0.5857 1.716338 1.639485
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.358961 -0.834198 0.047247 -0.822877 -1.166412 -1.306100 -0.016924 -0.432625 0.0297 0.0275 0.0012 nan nan
2459830 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.170402 0.137348 1.478453 0.742352 -0.832390 -1.194556 9.674827 -1.039045 0.8100 0.5504 0.5771 6.311408 5.546154
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.419630 -0.171169 1.229882 0.907525 -1.232141 -1.117167 24.191036 -0.876092 0.7645 0.6767 0.4178 13.515691 14.847181
2459828 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.058343 0.153472 1.826197 1.230667 0.170742 -0.519980 -0.026722 -0.744512 0.8080 0.5625 0.5517 0.000000 0.000000
2459827 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.080354 0.023914 0.009468 1.188891 23.694440 -0.659221 4.866161 4.612245 0.7765 0.6909 0.4081 0.000000 0.000000
2459826 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.416993 0.246281 1.412345 0.855555 -0.094568 -0.333808 40.395364 -0.701874 0.8064 0.5940 0.5108 0.000000 0.000000
2459825 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.087182 0.174708 6.976654 1.078551 3.851301 3.446951 9.080563 2.026399 0.7990 0.6044 0.5074 5.309364 5.709149
2459824 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.152675 -0.383861 5.389198 0.969771 18.705926 0.496632 13.189062 2.264257 0.7302 0.7459 0.3585 3.540722 4.254506
2459823 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.287174 0.169959 1.046617 0.880321 -0.461142 1.249323 1.170286 -0.308928 0.7775 0.6573 0.4542 2.656774 2.766368
2459822 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.893616 0.253119 1.192622 1.193590 -0.559096 -0.262099 1.295101 4.339682 0.8124 0.6293 0.5022 4.313038 3.920356
2459821 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.726201 0.005011 2.400320 1.060728 0.885007 0.708647 -0.149530 4.884297 0.7980 0.6266 0.5097 3.937090 4.205261
2459820 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.094351 0.190205 2.449308 1.164057 -0.408823 -0.211886 0.353883 -1.224053 0.7888 0.6907 0.4180 2.016108 1.784415
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.958231 0.076846 0.329357 0.996510 3.019987 1.192519 0.920917 0.676354 0.8034 0.6556 0.5091 1.958369 1.742989
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.598812 0.412561 1.032743 1.383686 -0.373131 0.917810 5.083744 -0.677993 0.8458 0.6051 0.5809 4.444794 4.172289
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.746553 0.491522 0.980881 0.996544 -0.079801 0.646272 2.917438 -0.529572 0.7936 0.6622 0.5164 2.146286 1.839843
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 0.00% 0.00% 0.00% 0.00% 0.53% 0.00% 2.139036 0.390880 1.164625 0.485230 -0.517206 -0.031750 1.552447 -0.991701 0.7945 0.6923 0.4193 3.342429 2.415054

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 185: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 19.081873 19.081873 -1.307354 6.781010 3.690857 5.981176 -0.889637 -0.192713 -0.211072

Antenna 185: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 21.292040 -1.510077 21.292040 3.592006 6.907611 -0.898536 6.598476 0.079154 0.974008

Antenna 185: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 20.254235 -1.342785 20.254235 3.984585 6.968899 -1.188496 3.476573 0.469144 0.295171

Antenna 185: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 18.062180 18.062180 -1.176942 7.225991 3.599613 8.002512 -0.915803 -0.070528 -0.198912

Antenna 185: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 21.135487 21.135487 -1.401485 8.105579 4.288586 9.085687 -0.375148 0.852050 0.056443

Antenna 185: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 21.906645 21.906645 -1.487819 8.672557 4.673447 8.082222 -0.907402 2.194912 2.473385

Antenna 185: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 23.432155 -1.300530 23.432155 4.074115 7.078039 -0.457725 7.964240 0.385262 1.851669

Antenna 185: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 19.271125 -1.263894 19.271125 3.827771 6.407830 -1.731930 7.139656 -0.048983 -0.523397

Antenna 185: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 16.111655 -1.264856 16.111655 3.814240 7.285274 -1.566589 8.429465 0.303403 -0.001083

Antenna 185: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 15.081930 -1.238237 15.081930 3.748245 7.507066 -1.155132 9.434915 0.203867 -0.254893

Antenna 185: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 15.517399 -1.258277 15.517399 3.685556 7.363017 -0.557298 7.752680 0.225161 -0.023892

Antenna 185: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 15.585040 15.585040 -1.335224 7.187775 3.612472 6.084466 -1.262922 0.011829 0.536017

Antenna 185: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 15.780259 -1.257061 15.780259 3.854024 7.670285 -1.536416 7.471819 -0.003968 -0.129376

Antenna 185: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 15.794351 -1.374355 15.794351 3.998462 8.037099 -0.760076 7.948271 0.077689 -0.077599

Antenna 185: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 15.497382 -1.241645 15.497382 3.851922 7.789704 -2.054194 11.249069 -0.007369 -0.175543

Antenna 185: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 14.157161 -1.295065 14.157161 4.388578 8.762379 -1.606914 9.282018 0.214831 0.357183

Antenna 185: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 14.141440 -1.421164 14.141440 4.163702 8.744408 -1.194875 7.992274 0.132257 0.481640

Antenna 185: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 16.936490 16.936490 -1.476243 9.061005 4.141875 8.870579 -1.371227 0.032473 -0.023885

Antenna 185: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 9.745628 9.745628 1.132915 8.612919 6.770455 7.354615 2.037817 0.150137 0.213406

Antenna 185: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 9.591932 8.831418 0.944722 9.031475 7.006243 9.591932 0.863796 -0.008124 0.220139

Antenna 185: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 8.624613 0.901737 7.982198 6.774747 8.624613 0.990766 7.637223 1.394994 1.462757

Antenna 185: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 9.256445 0.952798 7.826843 6.900778 8.638480 2.263875 9.256445 0.218920 0.365478

Antenna 185: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 8.934019 0.785076 8.016892 6.934622 8.934019 1.837355 8.852785 0.216795 0.477353

Antenna 185: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 11.408774 9.026265 0.271646 11.408774 8.421256 7.954326 1.788655 2.891430 5.775382

Antenna 185: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 9.303349 1.147600 9.014250 6.272480 7.825216 0.962029 9.303349 0.484982 1.266162

Antenna 185: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 9.733607 9.733607 1.002292 8.453019 6.615893 7.451821 0.479076 1.079119 0.199184

Antenna 185: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 9.927259 1.055354 9.728185 7.711923 9.927259 2.002807 6.832090 -0.095010 0.482482

Antenna 185: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 9.661407 8.388870 0.907932 9.661407 7.628990 7.916938 0.205800 0.606950 0.635181

Antenna 185: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 11.803947 1.041399 8.314433 9.047983 11.803947 0.562756 7.656128 -0.159617 -0.183482

Antenna 185: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 9.881943 9.543456 1.218669 9.198755 7.304586 9.881943 0.845620 1.320236 0.894887

Antenna 185: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 10.962206 0.889465 7.317472 8.525990 10.962206 0.997687 8.249744 0.565505 0.238730

Antenna 185: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 11.133684 0.885561 7.861454 8.460081 11.133684 0.342828 6.036186 0.315118 0.241320

Antenna 185: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 9.544166 9.371175 -0.075169 9.544166 7.230370 3.101005 1.798915 1.279389 5.410562

Antenna 185: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 62.081826 -1.640922 17.996744 18.168631 62.081826 1.263880 14.096724 3.115962 16.522559

Antenna 185: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 56.154990 -0.916537 13.972191 16.191503 56.154990 0.020577 7.854821 -0.430317 2.190003

Antenna 185: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 62.628065 -1.304698 23.292917 19.409811 62.628065 -0.195182 11.163839 -0.535320 0.996173

Antenna 185: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 71.484539 -1.125690 13.151734 21.307599 71.484539 -0.313260 21.972270 0.984644 4.737503

Antenna 185: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 59.248109 -1.250567 15.975122 17.625767 59.248109 -0.241642 6.745651 -0.800494 0.783212

Antenna 185: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 10.425183 -1.522302 8.140123 3.507369 10.425183 -0.419835 1.352022 -0.312599 0.601696

Antenna 185: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 71.759864 -0.791788 14.396556 21.143120 71.759864 -0.361245 11.556908 -0.166817 4.195896

Antenna 185: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 51.572487 16.377730 -0.856056 51.572487 15.610402 29.827769 -0.166476 3.419673 -0.094050

Antenna 185: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 67.575800 17.163212 -1.751950 67.575800 20.343364 13.377673 0.302988 2.370998 0.541332

Antenna 185: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 35.203912 24.415946 -1.867257 35.203912 10.459609 18.245248 -0.333664 2.285125 -0.335057

Antenna 185: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 58.363180 -1.445340 15.952726 18.378364 58.363180 1.151916 20.202111 -0.269410 1.203521

Antenna 185: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 62.968280 -1.375031 12.783092 18.877303 62.968280 0.081561 18.144551 -0.750498 0.556245

Antenna 185: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 47.383573 21.762474 -1.634199 47.383573 14.074281 10.795135 -0.143313 2.111928 -0.310455

Antenna 185: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 47.364109 18.250348 -1.836404 47.364109 13.399043 15.891034 -0.490837 4.918985 0.066105

Antenna 185: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 71.693141 19.797288 -1.039997 71.693141 21.869987 10.866157 0.033299 1.990136 -0.274174

Antenna 185: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 56.295494 13.730711 -0.981680 56.295494 17.383695 5.850538 0.185221 1.340130 -0.384568

Antenna 185: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Power inf 306.253243 306.132270 inf inf 6723.313547 6810.528298 5084.450583 5072.227069

Antenna 185: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 64.476401 17.412741 -0.389414 64.476401 21.056675 15.777191 -0.258020 14.505986 2.932815

Antenna 185: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 50.919527 8.470478 50.919527 19.703331 11.326627 8.228233 4.268949 1.035740 13.428818

Antenna 185: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 55.903575 23.658820 5.466486 3.550788 6.824879 6.657339 4.177248 55.903575 0.373477

Antenna 185: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 64.123391 27.821513 4.962730 11.663558 23.463093 13.017735 13.584477 64.123391 -0.463737

Antenna 185: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 33.546697 2.939781 1.472939 6.866184 3.351706 4.035274 3.317158 0.017972 33.546697

Antenna 185: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Power 21.379193 -0.956602 5.521019 9.071516 21.379193 0.181916 12.045094 0.170923 -0.430506

Antenna 185: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Power 8.521533 -1.378935 5.851103 3.560660 8.521533 0.745262 0.762139 -0.263057 -0.460091

Antenna 185: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 2.593946 -0.554735 -0.626677 0.892996 0.764608 0.191861 -0.624787 2.593946 2.276186

Antenna 185: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 0.649460 -0.948817 0.039455 0.123599 0.473366 -0.229961 -0.395142 0.649460 0.317613

Antenna 185: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 1.657046 0.611277 -0.780636 -1.107457 0.690874 1.657046 -0.924794 -0.384993 -0.228293

Antenna 185: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 0.736731 -1.116175 0.497888 0.440526 -1.174279 -0.820009 -0.717492 0.736731 0.038765

Antenna 185: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 0.598241 -1.319202 0.598241 0.055106 -0.633500 -1.093094 -0.822897 -1.234775 -0.421817

Antenna 185: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 0.629485 -0.969839 0.629485 0.029605 -0.463335 -1.152468 -1.204060 -0.814227 0.327696

Antenna 185: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Power 0.045185 -0.415830 -0.486679 -0.384398 0.045185 -1.337651 -1.235103 -0.761690 -0.223944

Antenna 185: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 0.707487 0.707487 -0.483002 0.615190 0.245064 -0.022125 -0.917904 0.146453 -0.627466

Antenna 185: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 0.438175 0.438175 -0.850264 0.208731 0.198708 -1.172027 -0.956717 0.114538 -1.031267

Antenna 185: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 2.137093 0.546675 -0.875016 2.137093 0.522666 -1.235328 -1.216863 0.013531 -0.994943

Antenna 185: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 1.820739 -0.482397 0.807713 -0.705173 1.820739 -1.153705 -1.121419 -1.133030 -0.150808

Antenna 185: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 1.359488 -0.312815 1.127335 -0.672538 1.359488 -1.023784 0.555282 -0.261080 0.133898

Antenna 185: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 0.813639 -0.456652 -0.579379 0.813639 -0.765152 -0.403107 -0.467929 -0.532771 -0.894398

Antenna 185: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 2.742575 -0.259134 1.327739 -0.936403 2.742575 -1.092047 -1.271866 0.680048 -0.375717

Antenna 185: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 0.965217 0.965217 -0.693858 -0.592447 -0.614068 -0.697116 -0.430245 -0.490779 -0.112899

Antenna 185: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Power 1.106558 0.138672 0.403223 1.106558 0.650716 0.531143 -0.489396 0.297312 -0.714726

Antenna 185: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Power 1.456870 0.469007 -0.291197 -0.791839 1.456870 0.211284 0.449234 -0.078412 0.286913

Antenna 185: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 19.737633 2.775188 1.226846 -0.597349 0.679478 19.737633 -0.730763 1.414063 1.226893

Antenna 185: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 2319.178674 243.569197 173.808059 84.238685 86.357512 1022.419072 1239.804010 1994.363387 2319.178674

Antenna 185: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 0.285024 -1.058488 -0.432887 -0.795701 0.285024 -0.856324 -0.566462 -0.788475 0.024711

Antenna 185: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 1.306454 -0.667757 0.886871 0.568953 1.306454 0.398609 -1.212704 -0.752675 1.183186

Antenna 185: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 225.090979 -0.928180 0.471252 -1.171660 0.650005 34.414444 44.510791 179.382071 225.090979

Antenna 185: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 228.738524 -0.868819 0.054299 -0.218658 -0.978100 50.498225 63.798188 183.232228 228.738524

Antenna 185: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 3.518121 1.753599 0.054326 0.686567 0.256512 -0.499348 -1.352254 3.518121 -0.938957

Antenna 185: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 0.047247 -0.358961 -0.834198 0.047247 -0.822877 -1.166412 -1.306100 -0.016924 -0.432625

Antenna 185: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 9.674827 1.170402 0.137348 1.478453 0.742352 -0.832390 -1.194556 9.674827 -1.039045

Antenna 185: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 24.191036 -0.171169 1.419630 0.907525 1.229882 -1.117167 -1.232141 -0.876092 24.191036

Antenna 185: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 1.826197 0.153472 1.058343 1.230667 1.826197 -0.519980 0.170742 -0.744512 -0.026722

Antenna 185: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 23.694440 0.080354 0.023914 0.009468 1.188891 23.694440 -0.659221 4.866161 4.612245

Antenna 185: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 40.395364 0.246281 0.416993 0.855555 1.412345 -0.333808 -0.094568 -0.701874 40.395364

Antenna 185: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 9.080563 0.174708 -0.087182 1.078551 6.976654 3.446951 3.851301 2.026399 9.080563

Antenna 185: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 18.705926 -0.152675 -0.383861 5.389198 0.969771 18.705926 0.496632 13.189062 2.264257

Antenna 185: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Variability 1.249323 0.169959 0.287174 0.880321 1.046617 1.249323 -0.461142 -0.308928 1.170286

Antenna 185: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 4.339682 0.893616 0.253119 1.192622 1.193590 -0.559096 -0.262099 1.295101 4.339682

Antenna 185: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 4.884297 0.005011 0.726201 1.060728 2.400320 0.708647 0.885007 4.884297 -0.149530

Antenna 185: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 2.449308 1.094351 0.190205 2.449308 1.164057 -0.408823 -0.211886 0.353883 -1.224053

Antenna 185: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 3.019987 0.958231 0.076846 0.329357 0.996510 3.019987 1.192519 0.920917 0.676354

Antenna 185: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 5.083744 0.412561 1.598812 1.383686 1.032743 0.917810 -0.373131 -0.677993 5.083744

Antenna 185: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 2.917438 0.491522 0.746553 0.996544 0.980881 0.646272 -0.079801 -0.529572 2.917438

Antenna 185: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 185: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 2.139036 0.390880 2.139036 0.485230 1.164625 -0.031750 -0.517206 -0.991701 1.552447
In [ ]: